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cs.LG2023
Calibration Error Estimation Using Fuzzy Binning
Geetanjali Bihani, Julia Taylor Rayz
Neural network-based decisions tend to be overconfident, where their raw outcome probabilities do not align with the true decision probabilities. Calibration of neural networks is…
cs.CL2023
Counteracts: Testing Stereotypical Representation in Pre-trained Language Models
Damin Zhang, Julia Rayz, Romila Pradhan
Recently, language models have demonstrated strong performance on various natural language understanding tasks. Language models trained on large human-generated corpus encode not o…